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  • Data Mining

Data Mining Courses

Data mining courses can help you learn data preprocessing, pattern recognition, and predictive modeling techniques. You can build skills in clustering, classification, and anomaly detection, that support extracting meaningful insights from large datasets. Many courses introduce tools like Python, R, and SQL, along with software such as RapidMiner and Weka, to help you apply these skills in real-world data analysis projects.

Popular Data Mining Courses and Certifications


  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Financial Analysis and Valuation

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Business Valuation, Financial Analysis, Financial Reporting, Financial Forecasting, Financial Accounting, Accounting, Financial Acumen, Balance Sheet, Financial Data, Forecasting, Income Statement, Analysis, Critical Thinking, Financial Modeling, Analytical Skills, Cash Flow Forecasting, General Accounting, Generally Accepted Accounting Principles (GAAP)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    190 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Advanced Topics and Future Trends in Database Technologies

    Skills you'll gain: NoSQL, Data Warehousing, Database Management Systems, Database Systems, Database Architecture and Administration, Database Administration, Database Management, Databases, Database Software, Data Store, Relational Databases, Big Data, Data Architecture, Transaction Processing, Scalability

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    88 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    SkillUp

    Machine Learning for Healthcare Applications

    Skills you'll gain: Unsupervised Learning, Feature Engineering, Model Evaluation, Applied Machine Learning, Predictive Modeling, Supervised Learning, Clinical Informatics, Machine Learning, Machine Learning Methods, Model Training, Health Informatics, Machine Learning Algorithms, Data Preprocessing, Predictive Analytics, Decision Tree Learning, Time Series Analysis and Forecasting, Logistic Regression, Forecasting, Classification Algorithms, Dimensionality Reduction

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Essential Manager Skills

    Skills you'll gain: Delegation Skills, Milestones (Project Management), Team Performance Management, Productivity, Microsoft Project, Accountability Frameworks, Team Motivation, Management Training And Development, Timelines, Accountability, Project Management, Conflict Management, Team Leadership, Stakeholder Communications, Culture Transformation, Lean Methodologies, Time Management, Kanban Principles, Constructive Feedback, Smart Goals

    4.5
    Rating, 4.5 out of 5 stars
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    208 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    University of Virginia

    Design Thinking for the Greater Good: Innovation in the Social Sector

    Skills you'll gain: Design Thinking, Journey Mapping, Stakeholder Engagement, Innovation, Prototyping, Stakeholder Analysis, Brainstorming, Storytelling, Human Centered Design, Social Impact, Ideation, Creativity, Problem Solving, Complex Problem Solving, Patient-centered Care, Data Visualization

    4.7
    Rating, 4.7 out of 5 stars
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    424 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Deep Learning - Recurrent Neural Networks with TensorFlow

    Skills you'll gain: Recurrent Neural Networks (RNNs), Embeddings, Time Series Analysis and Forecasting, Tensorflow, Natural Language Processing, Forecasting, Image Analysis, Deep Learning, Text Mining, Artificial Neural Networks, Predictive Analytics, Predictive Modeling, Data Preprocessing, Model Training, Data Science, Machine Learning, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Effective Communication Capstone Project

    Skills you'll gain: Presentations, Peer Review, Business Writing, Project Design, Graphic Design, Concision, Oral Expression, Writing, Constructive Feedback, Branding, Communication, Public Speaking, Business Communication, Verbal Communication Skills, Data Science

    4.7
    Rating, 4.7 out of 5 stars
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    177 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Architecting with Google Kubernetes Engine: Workloads

    Skills you'll gain: Kubernetes, Cloud-Native Computing, Google Cloud Platform, Application Deployment, Scalability, Load Balancing, Data Persistence, Data Storage, General Networking, Network Security, Configuration Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.3K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    H

    Howard University

    Introduction to Information Systems for Business

    Skills you'll gain: Design Thinking, Business Software, Information Systems, Cloud Computing, Cloud Solutions, Cloud Technologies, Solution Design, Customer Analysis, Enterprise Application Management, Cloud Deployment, Cloud Security, Virtualization, Cloud Platforms, Digital Transformation, Management Information Systems, Business Solutions, Information Technology, Process Design, Cybersecurity, Data Management

    4.7
    Rating, 4.7 out of 5 stars
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    86 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Machine Learning and AI Applications in Healthcare

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Model Training, Responsible AI, Power BI, Microsoft Azure, Image Analysis, Data Visualization Software, Data Presentation, Dashboard Creation, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Health Equity, Medical Imaging, Predictive Analytics, Predictive Modeling, AI Workflows, Model Evaluation, Health Informatics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    G

    Goldman Sachs

    Digital Marketing Strategy with Goldman Sachs 10,000 Women

    Skills you'll gain: Social Media Campaigns, Digital Marketing Tools, Social Media, Social Media Marketing, Paid media, Digital Media Strategy, Digital Marketing Campaigns, Online Advertising, Campaign Management, Social Media Strategy, Search Engine Marketing, Digital Marketing, Pay Per Click Advertising, Campaign Planning, Marketing Strategy and Techniques, Owned Media, Earned Media, Marketing Design, Analytics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Java Programming: Build a Recommendation System

    Skills you'll gain: Software Design, Code Reusability, Program Development, Java, Java Programming, AI Personalization, Object Oriented Programming (OOP), Data Preprocessing, Data Structures, Algorithms, File I/O, Hypertext Markup Language (HTML)

    4.7
    Rating, 4.7 out of 5 stars
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    659 reviews

    Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular data mining courses

  • Financial Analysis and Valuation: University of Illinois Urbana-Champaign
  • Advanced Topics and Future Trends in Database Technologies: University of Colorado Boulder
  • Machine Learning for Healthcare Applications: SkillUp
  • Essential Manager Skills: Coursera
  • Design Thinking for the Greater Good: Innovation in the Social Sector: University of Virginia
  • Deep Learning - Recurrent Neural Networks with TensorFlow: Packt
  • Effective Communication Capstone Project: University of Colorado Boulder
  • Architecting with Google Kubernetes Engine: Workloads: Google Cloud
  • Introduction to Information Systems for Business: Howard University
  • Machine Learning and AI Applications in Healthcare: Microsoft

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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